EP3887853A1 - Blockage detection & weather detection system with lidar sensor - Google Patents
Blockage detection & weather detection system with lidar sensorInfo
- Publication number
- EP3887853A1 EP3887853A1 EP19827950.7A EP19827950A EP3887853A1 EP 3887853 A1 EP3887853 A1 EP 3887853A1 EP 19827950 A EP19827950 A EP 19827950A EP 3887853 A1 EP3887853 A1 EP 3887853A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- sensor
- window
- light
- blockage
- foreign material
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
- G01S7/48—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00
- G01S7/481—Constructional features, e.g. arrangements of optical elements
- G01S7/4811—Constructional features, e.g. arrangements of optical elements common to transmitter and receiver
- G01S7/4813—Housing arrangements
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V8/00—Prospecting or detecting by optical means
- G01V8/10—Detecting, e.g. by using light barriers
- G01V8/20—Detecting, e.g. by using light barriers using multiple transmitters or receivers
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C3/00—Measuring distances in line of sight; Optical rangefinders
- G01C3/02—Details
- G01C3/06—Use of electric means to obtain final indication
- G01C3/08—Use of electric radiation detectors
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S17/00—Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
- G01S17/88—Lidar systems specially adapted for specific applications
- G01S17/89—Lidar systems specially adapted for specific applications for mapping or imaging
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S17/00—Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
- G01S17/88—Lidar systems specially adapted for specific applications
- G01S17/93—Lidar systems specially adapted for specific applications for anti-collision purposes
- G01S17/931—Lidar systems specially adapted for specific applications for anti-collision purposes of land vehicles
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S17/00—Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
- G01S17/88—Lidar systems specially adapted for specific applications
- G01S17/95—Lidar systems specially adapted for specific applications for meteorological use
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
- G01S7/48—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00
- G01S7/481—Constructional features, e.g. arrangements of optical elements
- G01S7/4814—Constructional features, e.g. arrangements of optical elements of transmitters alone
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
- G01S7/48—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00
- G01S7/497—Means for monitoring or calibrating
-
- G—PHYSICS
- G02—OPTICS
- G02B—OPTICAL ELEMENTS, SYSTEMS OR APPARATUS
- G02B27/00—Optical systems or apparatus not provided for by any of the groups G02B1/00 - G02B26/00, G02B30/00
- G02B27/0006—Optical systems or apparatus not provided for by any of the groups G02B1/00 - G02B26/00, G02B30/00 with means to keep optical surfaces clean, e.g. by preventing or removing dirt, stains, contamination, condensation
-
- G—PHYSICS
- G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
- G03B—APPARATUS OR ARRANGEMENTS FOR TAKING PHOTOGRAPHS OR FOR PROJECTING OR VIEWING THEM; APPARATUS OR ARRANGEMENTS EMPLOYING ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ACCESSORIES THEREFOR
- G03B17/00—Details of cameras or camera bodies; Accessories therefor
- G03B17/18—Signals indicating condition of a camera member or suitability of light
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
- G01S7/48—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00
- G01S7/497—Means for monitoring or calibrating
- G01S2007/4975—Means for monitoring or calibrating of sensor obstruction by, e.g. dirt- or ice-coating, e.g. by reflection measurement on front-screen
- G01S2007/4977—Means for monitoring or calibrating of sensor obstruction by, e.g. dirt- or ice-coating, e.g. by reflection measurement on front-screen including means to prevent or remove the obstruction
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
- Y02A90/00—Technologies having an indirect contribution to adaptation to climate change
- Y02A90/10—Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation
Definitions
- This invention relates to advanced driver assist systems or autonomous driving vehicles using LIDAR (Light Detection and Ranging), camera and, in particular, to a system using a High Resolution Flash LIDAR (HFL) sensor that detects when the field of view is blocked by foreign material causing performance degradation.
- LIDAR Light Detection and Ranging
- HFL High Resolution Flash LIDAR
- LIDAR sensors like camera, radar and other ADAS sensors suffer from significant performance degradation when the field of view of the sensor is blocked by any foreign material, i.e. , when dirt or other foreign materials deposit on the window of the sensor through which it views the environment.
- any foreign material i.e. , when dirt or other foreign materials deposit on the window of the sensor through which it views the environment.
- the impact of blockage will be significant as the sensor is mounted outside of the car where it is directly affected by the environment making it susceptible to blockage.
- blockage materials and structures on the window include, but are not limited to, water drops, snow, salt, ice, condensation, splash, spray, dirt, mud, dust, fouling, stickers, shatter, scratch etc.
- a conventional HFL sensor 10 has an illumination portion (I) including a laser 11 and a receiving portion (R) including a lens 12 and a detector array 14 for receiving reflected light.
- the detector array 14 includes a plurality of pixels (not shown) arranged on a focal plane array (FPA).
- FPA focal plane array
- a transparent glass window 18 is disposed in front of the driver assistant sensors mounted in exterior of the vehicle.
- the transmitter and receiver share a common glass and since there is no partition through the window 18 of the sensor 10, if a blockage such as a raindrop, mud, dirt, scratch etc. 20 is on a window 18, some part of the light LL from the laser 11 is guided through the window 18 and gets picked up by the receiving portion R. This is an unwanted effect for the normal functioning of the sensor 10. Physically, this leakage signal arises when light L reflected or scattered on the glass window 18 is guided through the window 18 and coupled to the lens 12 due to further reflection or scattering on the glass window 18.
- FIG. 2 Another conventional HFL sensor 10’, shown in FIG. 2, ensures that the partition 16’ separates the window 18 into two window portions 18, 18’ to prevent any kind of direct leakage of light L from illumination portion I to the receiving portion R.
- the lens 12 thus only receives light RL that is reflected from an object (not shown) being sensed.
- the partition 16’ can pass through a common window 18.
- a LIDAR sensor having an illumination portion including a light source.
- a receiving portion is adjacent to the illumination portion.
- the receiving portion has receiver optics and at least one photodetector for receiving light, sent from the light source that is reflected from an object in a field of view of the receiver optics.
- a first partition separates the illumination portion from the receiving portion so that light from the light source cannot enter the receiving portion due to the first partition.
- a blockage detection portion of the sensor is adjacent to the illumination portion.
- a second partition separates the illumination portion from the blockage detection portion.
- a first window portion extends from the receiving portion to the illumination portion, and a second window portion extends from the illumination portion to the blockage detection portion.
- the first partition separates the first window portion from the second window portion to prevent light from the light source from entering the receiving portion via the window portions, with the reflected light being able to pass through the window to the photodetector or array of photodetectors.
- the second partition permits light, from the illumination portion that is scattered when foreign material is on a surface of the window, to pass into the blockage detection portion.
- the blockage detection portion includes a photodiode and structure defining that is constructed and arranged to allow the scattered light to pass through the aperture and collect on the on a photodiode.
- a method for detecting foreign material on a window of a LIDAR sensor and of detecting a bad weather condition in an environment has an illumination portion including a light source; a receiving portion adjacent to the illumination portion having a photodetector for receiving light, sent from the light source, that is reflected from an object in a field of view of the photodetector; a blockage detection portion adjacent to the illumination portion; and a window portion extending from the illumination portion to the blockage detection portion.
- the method prevents light, from the light source that is scattered when foreign material is on a surface of the window or when a bad weather condition is present, to pass into the receiving portion. Light, from the light source that is scattered when foreign material is on a surface of the window or when the bad weather condition is present, is permitted to pass into the blockage detection portion. The scattered light is collected on at least one photodiode disposed in the blockage detection portion.
- FIG. 1 is a schematic view of a conventional HFL sensor having a common window for both illumination and receiving portions allowing light leaking from an illumination portion of the sensor to enter a receiving portion of the sensor.
- FIG. 2 is a schematic view of another conventional HFL sensor having a partition separating a window to prevent light leaking from an illumination portion of the sensor to enter a receiving portion of the sensor.
- FIG. 3 is a schematic view of a HLF system including an HFL sensor with a dedicated blockage detection channel and a control unit, provided in accordance with an embodiment.
- FIG. 4 is a schematic drawing of an integrated circuit of the HLF sensor of FIG. 3.
- FIGS. 5A and 5B show different configurations of a pinhole aperture and photodiode arrangements of further embodiments of HFL sensors of the system.
- FIG. 6 is a schematic view of the sensor of FIG. 33 shown detecting a bad weather condition.
- a LIDAR system is shown, generally indicated at 22, in accordance with an embodiment.
- the system 22 is preferably for use in a driver assist system of a vehicle (not shown) or for autonomous driving vehicle.
- the system 22 includes a LIDAR sensor 10”, preferably, a High Resolution Flash LIDAR (HFL) sensor.
- the sensor 10 is typically mounted on a surface 23 of the vehicle so that the window portions 18, 18’ thereof is outside of the vehicle and exposed to the environment.
- the sensor 10” illuminates an area outside of the vehicle with laser light and detects the reflection of the laser light from objects disposed in the lighted area.
- a control unit 24 is electrically coupled to the sensor 10” so as to process signals received from the sensor 10”.
- the HFL sensor 10 has an activation illumination portion (I) including a laser
- a receiving portion including receiver optics such as a lens 12 and a photodetector such as a PIN photodiode or a detector array 14 for receiving reflected light RL.
- a detector array 14 is provided including a plurality of pixels 15 arranged on a focal plane array (FPA).
- FPA focal plane array
- a partition 16’ separates the illumination portion I from the receiving portion R. The partition 16’ also extends through the window 18 to prevent any kind of direct leakage of light L from illumination portion I to the receiving portion R.
- a blockage detection portion B is provided adjacent to the illumination portion I.
- the window portion 18’ extends from the illumination portion I to the blockage detection portion.
- the illumination portion I and the blockage detection portion B do not have a full separation (isolation) and thus they share the same window due to the partition 16” not extending through the window portion 18’.
- This structure does not have any detrimental impact on the normal functioning of the HFL sensor 10” since there is still a full separation between the receiving portion R and the illumination portion I.
- the illumination portion I and blockage detection portion B share the common window portion 18’ to enable the detection of laser light blockage due to foreign material disposed on the surface of the window portion 18’.
- the blockage detection portion B there structure such as a lens or a member defining a pinhole aperture 26, that is constructed and arranged to allow leaked or scattered laser light SL to collect on one or more photodiodes 28.
- the photodiode 28 is mounted on a printed circuit board 30 of the sensor 10” and converts the collected scattered laser light SL to electrical current.
- the photodiode 28 is connected with an integrated circuit (IC) 32 that is mounted on the circuit board 30.
- the IC 32 includes a time of flight measuring circuit 34 that is constructed and arranged to sample the electric current from the photodiode 28 at regular time intervals and to keep track of the time it takes for the light pulse (e.g., from SL) to propagate from the laser 11 to the photodiode 28.
- the IC 32 also includes a signal processing circuit 36 that is constructed and arranged to compute the amplitude and distance of the light pulse received by the photodiode 28 and to determine the existence and non-existence of blockage from foreign material 20 on the window 18.
- the IC 32 can be provided in the control unit 24.
- the laser light SL scattered off from the blockage material 20 makes its way through the lens or the pinhole aperture 26 and arrives at the photodiode 28.
- the photodiode 28 is connected with IC 32 which computes the amplitude of the signal at the given time interval and forwards this signal to a processor circuit 38 of the control unit 24.
- the processor circuit 38 calculates distance and amplitude. From the computed distance and amplitude, blockage detection algorithm of software executed by the processor circuit 38 determines whether or not there is a blockage on the window 18.
- the main criteria for detecting the extent or existence of blockage on the window 18 is the detection of high amplitude zero meter or a very close pulse detected by the photodiode 28.
- This blockage detection method also takes advantage of the point clouds generated by the HFL sensor 10” for final decision.
- the main blockage detection criteria is the reception of a signal on blockage photodiode 28 whose distance is very close ( ⁇ 50cm). Reception of a signal on the photodiode 28 alone does not guarantee a detection of blockage as light from a far object could be sensed by the blockage photodiode 28. Flowever, the sensing capability of the blockage photodiode 28 is significantly reduced for far objects with the use of the pinhole 26 instead of a lens. This is why a pinhole is used as a preferred embodiment to reduce the ambiguity of the blockage detection. In addition, existence and non-existence of object in the main receiving channel of the LIDAR sensor can also be used as an input for blockage detection.
- control unit 24 can be integrated into the sensor 10” by providing the processor circuit 38 and memory circuit 40 on the circuit board 30.
- the distance between the pinhole aperture 26 to photodiode 28 is greater than that shown FIG. 5A. This spacing helps to reduce the space required on the window 18, but this spacing reduces the field of view and reduces the amount of received light from blockage making it less sensitive.
- Fig. 5B shows that it is also possible to offset the center of the photodiode
- the control unit 24 or processor circuit 38 thereof can generate a signal to activate a cleaner 42 (FIG. 3), such as a wiper, a washer, air pump or a heater, to remove the blockage on the window 18. If the blockage still persists after cleaning or heating of the window 18, the sensor 10” can transition into low performance mode and notify, with a notification signal 44, the driver to remove blockage or go to service.
- a cleaner 42 such as a wiper, a washer, air pump or a heater
- the signal from the photodiode 28 can be used as an input to determine existence and non-existence of bad weather 20’ such as rain, snowfall, drizzle, fog, spray, water splash, hail, smoke, steam, sandstorm, and dust from a dust storm in the surrounding environment.
- bad weather such as rain, snowfall, drizzle, fog, spray, water splash, hail, smoke, steam, sandstorm, and dust from a dust storm in the surrounding environment.
- the integrated circuit 32 or processor circuit 38 is constructed and arranged to generate a signal to operate a windscreen wiper of a vehicle in an attempt to automate wiper activation.
- Advantages of the system 22 of the embodiment include:
- non-transparent and transparent blockages such as water drops, ice, fine dust, a scratch, etc.
- the operations and algorithms described herein can be implemented as executable code within a the 1C 32 or control unit 24 having processor circuit 38 as described, or stored on a standalone computer or machine readable non- transitory tangible storage medium that are completed based on execution of the code by a processor circuit implemented using one or more integrated circuits.
- Example implementations of the disclosed circuits include hardware logic that is implemented in a logic array such as a programmable logic array (PLA), a field programmable gate array (FPGA), or by mask programming of integrated circuits such as an application-specific integrated circuit (ASIC).
- PLA programmable logic array
- FPGA field programmable gate array
- ASIC application-specific integrated circuit
- any of these circuits also can be implemented using a software-based executable resource that is executed by a corresponding internal processor circuit such as a micro-processor circuit (not shown) and implemented using one or more integrated circuits, where execution of executable code stored in an internal memory circuit causes the integrated circuit(s) implementing the processor circuit to store application state variables in processor memory, creating an executable application resource (e.g., an application instance) that performs the operations of the circuit as described herein.
- a software-based executable resource that is executed by a corresponding internal processor circuit such as a micro-processor circuit (not shown) and implemented using one or more integrated circuits, where execution of executable code stored in an internal memory circuit causes the integrated circuit(s) implementing the processor circuit to store application state variables in processor memory, creating an executable application resource (e.g., an application instance) that performs the operations of the circuit as described herein.
- a software-based executable resource that is executed by a corresponding internal processor circuit such as a micro-processor circuit (not shown)
- circuit refers to both a hardware-based circuit implemented using one or more integrated circuits and that includes logic for performing the described operations, or a software-based circuit that includes a processor circuit (implemented using one or more integrated circuits), the processor circuit including a reserved portion of processor memory for storage of application state data and application variables that are modified by execution of the executable code by a processor circuit.
- the memory circuit 40 can be implemented, for example, using a non-volatile memory such as a programmable read only memory (PROM) or an EPROM, and/or a volatile memory such as a DRAM, etc.
Landscapes
- Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Electromagnetism (AREA)
- Life Sciences & Earth Sciences (AREA)
- General Life Sciences & Earth Sciences (AREA)
- Geophysics (AREA)
- Optics & Photonics (AREA)
- Optical Radar Systems And Details Thereof (AREA)
Abstract
Description
Claims
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US16/204,816 US20200174156A1 (en) | 2018-11-29 | 2018-11-29 | Blockage detection & weather detection system with lidar sensor |
| PCT/US2019/063633 WO2020113021A1 (en) | 2018-11-29 | 2019-11-27 | Blockage detection & weather detection system with lidar sensor |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| EP3887853A1 true EP3887853A1 (en) | 2021-10-06 |
Family
ID=69005888
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP19827950.7A Pending EP3887853A1 (en) | 2018-11-29 | 2019-11-27 | Blockage detection & weather detection system with lidar sensor |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US20200174156A1 (en) |
| EP (1) | EP3887853A1 (en) |
| CN (1) | CN113330329A (en) |
| WO (1) | WO2020113021A1 (en) |
Families Citing this family (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2020148512A (en) * | 2019-03-11 | 2020-09-17 | ソニーセミコンダクタソリューションズ株式会社 | Light source module, ranging device and control method |
| US11604284B2 (en) * | 2019-05-06 | 2023-03-14 | Waymo Llc | Methods and systems to determine a strategy for a drop process associated with a light detection and ranging (LIDAR) device |
| EP3988404B1 (en) * | 2019-06-19 | 2024-04-17 | Koito Manufacturing Co., Ltd. | Vehicle cleaner system and sensor system with vehicle cleaner |
| DK3862780T3 (en) * | 2020-02-07 | 2022-02-14 | Sick Ag | SAFETY LASER SCANNER AND METHOD FOR MONITORING A WINDSCREEN |
| CN113859177A (en) * | 2020-06-30 | 2021-12-31 | 图森有限公司 | Camera cleaning system for autonomous driving |
| US10969491B1 (en) | 2020-08-14 | 2021-04-06 | Aeva, Inc. | LIDAR window blockage detection |
| US20220373690A1 (en) * | 2021-05-21 | 2022-11-24 | Connectsix Llc | Atmospheric sensor using programmable time-gated detection aperture |
| US12244788B1 (en) | 2021-05-28 | 2025-03-04 | Zoox, Inc. | Techniques for identifying vehicle sensor degradation |
| WO2022252057A1 (en) * | 2021-05-31 | 2022-12-08 | 华为技术有限公司 | Detection method and apparatus |
| CN113671463A (en) * | 2021-09-26 | 2021-11-19 | 杭州欧镭激光技术有限公司 | A window cover for lidar and lidar |
| CN114550080A (en) * | 2021-12-17 | 2022-05-27 | 浙江高信技术股份有限公司 | Lighting barrier detection system and method for street lamp and cleaning system |
| US20230194684A1 (en) * | 2021-12-21 | 2023-06-22 | Velodyne Lidar Usa, Inc. | Blockage detection methods for lidar systems and devices based on passive channel listening |
| CN114879165B (en) * | 2022-05-19 | 2025-07-01 | 森思泰克河北科技有限公司 | Transmitter unit and solid-state lidar |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS60149984A (en) * | 1984-01-17 | 1985-08-07 | Nissan Motor Co Ltd | Distance measuring apparatus |
| DE3735267C3 (en) * | 1987-10-17 | 1996-03-21 | Telefunken Microelectron | Visibility measurement device |
| JP2003329407A (en) * | 2002-05-14 | 2003-11-19 | Sharp Corp | Optical distance measuring device and printing device using the same |
-
2018
- 2018-11-29 US US16/204,816 patent/US20200174156A1/en not_active Abandoned
-
2019
- 2019-11-27 EP EP19827950.7A patent/EP3887853A1/en active Pending
- 2019-11-27 CN CN201980090786.1A patent/CN113330329A/en active Pending
- 2019-11-27 WO PCT/US2019/063633 patent/WO2020113021A1/en not_active Ceased
Also Published As
| Publication number | Publication date |
|---|---|
| CN113330329A (en) | 2021-08-31 |
| US20200174156A1 (en) | 2020-06-04 |
| WO2020113021A1 (en) | 2020-06-04 |
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